Bike Accumulation at Hubway Stations

Looking at the whole dataset gives a sense of how much effort must be spent keeping bikes/empty space at different stations as needed. To some extent users are responsible for this because they have to leave the bike somewhere, which might mean going to further to an empty station.

The following shows the normalized accumulation of bikes as a percentage of the total number of trips from each station:

The following shows the net bike accumulation or depletion: